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1.
Vaccine X ; 16: 100448, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38322611

RESUMEN

Background: Information is limited regarding the effectiveness of the inactivated vaccine for COVID-19 approved in China in preventing infection with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) when administered in real-world conditions. Methods: We retrospectively surveyed 1352 patients with a positive SARS-CoV-2 nucleic acid test treated at a major tertiary medical center in Foshan city (Guangdong, China) between November 2022 and February 2023. The exposure group was patients who had previously received the COVID-19 vaccine, which included patients who had received different doses of the vaccine and different vaccine types. The primary outcome of this study was the effectiveness of the vaccine in preventing severe disease and death among SARS-CoV-2-infected patients. Results: We found a mortality rate of 12.1 % associated with COVID-19. The results showed that an increase in the number of vaccine doses was associated with a reduction in in-hospital mortality. When compared to unvaccinated patients, vaccinated patients had an 8.5 % lower mortality rate. There was also a statistically significant reduction in the risk of death among vaccinated patients compared to unvaccinated patients (OR = 0.521 [95 % CI, 0.366 to 0.741]). Patients who had received the vaccine had a 22.8 % reduction in the risk of severe disease. In addition, the use of antiviral drugs decreased progressively with increasing vaccine doses (P < 0.05). Of these, anticoagulation, Paxlovid, and mechanical ventilation were used least frequently in the one-dose group. Conclusions: The vaccines approved in China mitigated the incidence of severe COVID-19 and reduced mortality. These findings suggest that COVID-19 vaccination can help to control the pandemic.

2.
Med Oncol ; 41(1): 10, 2023 Dec 09.
Artículo en Inglés | MEDLINE | ID: mdl-38070011

RESUMEN

Cadherin epidermal growth factor and laminin-G seven-pass G-type receptor 1 (CELSR1) is a planar cell polarity protein involved in the transmission of directional cues to align either individual cells within an epithelial sheet or multicellular clusters. CELSR1 has been suggested to play a role in glioma, breast cancer, and chronic lymphocytic leukemia development; however, whether it has a role in the pathogenesis of ovarian cancer remains unknown. The aim of this study was to determine the role of CELSR1 in ovarian cancer and elucidate its underlying molecular mechanisms. By analyzing gene expression data downloaded from the Cancer Genome Atlas database, we found that CELSR1 expression was upregulated in ovarian cancer tissues compared to that in normal ovarian tissues. High CELSR1 expression levels were associated with poor prognosis in patients with ovarian cancer. Cell proliferation, scratch, and transwell assays revealed that CELSR1 promoted the proliferation, migration, and invasion of ovarian cancer cells in vitro. In addition, transcriptome sequencing analysis revealed that CELSR1 knockdown in T29H cells resulted in the dysregulation of the expression of 1320 genes. Further analysis revealed that genes involved in proliferation- and migration-associated signaling pathways were regulated by CELSR1. Our study demonstrates that CELSR1 is highly expressed in ovarian cancer cells and regulates their proliferation and migration, suggesting its potential as a diagnostic marker and therapeutic target.


Asunto(s)
Cadherinas , Neoplasias Ováricas , Femenino , Humanos , Cadherinas/metabolismo , Línea Celular Tumoral , Movimiento Celular/genética , Proliferación Celular/genética , Regulación Neoplásica de la Expresión Génica , Neoplasias Ováricas/metabolismo , Regulación hacia Arriba
3.
Cell Death Dis ; 14(12): 846, 2023 12 19.
Artículo en Inglés | MEDLINE | ID: mdl-38114473

RESUMEN

Radiotherapy is an important treatment modality for patients with esophageal cancer; however, the response to radiation varies among different tumor subpopulations due to tumor heterogeneity. Cancer cells that survive radiotherapy (i.e., radioresistant) may proliferate, ultimately resulting in cancer relapse. However, the interaction between radiosensitive and radioresistant cancer cells remains to be elucidated. In this study, we found that the mutual communication between radiosensitive and radioresistant esophageal cancer cells modulated their radiosensitivity. Radiosensitive cells secreted more exosomal let-7a and less interleukin-6 (IL-6) than radioresistant cells. Exosomal let-7a secreted by radiosensitive cells increased the radiosensitivity of radioresistant cells, whereas IL-6 secreted by radioresistant cells decreased the radiosensitivity of radiosensitive cells. Although the serum levels of let-7a and IL-6 before radiotherapy did not vary significantly between patients with radioresistant and radiosensitive diseases, radiotherapy induced a more pronounced decrease in serum let-7a levels and a greater increase in serum IL-6 levels in patients with radioresistant cancer compared to those with radiosensitive cancer. The percentage decrease in serum let-7a and the percentage increase in serum IL-6 levels at the early stage of radiotherapy were inversely associated with tumor regression after radiotherapy. Our findings suggest that early changes in serum let-7a and IL-6 levels may be used as a biomarker to predict the response to radiotherapy in patients with esophageal cancer and provide new insights into subsequent treatments.


Asunto(s)
Neoplasias Esofágicas , Interleucina-6 , Humanos , Recurrencia Local de Neoplasia , Tolerancia a Radiación/fisiología , Neoplasias Esofágicas/radioterapia
6.
Zhongguo Yi Liao Qi Xie Za Zhi ; 47(3): 268-271, 2023 May 30.
Artículo en Chino | MEDLINE | ID: mdl-37288626

RESUMEN

To comprehensively evaluate the human body's respiratory, circular metabolism and other functions, and to diagnose lung disease, an accurate and reliable pulmonary function test (PFT) is developed. The system is divided into two parts:hardware and software. It realizes the collection of respiratory, pulse oxygen, carbon dioxide, oxygen and other signals, and draws flow-volume curve (FV curve), volume-time curve (VT curve), respiratory waveform, pulse wave, carbon dioxide and oxygen waveform in real time on the upper computer of the PFT system, and conducts signal processing and parameter calculation for each signal. The experimental results prove that the system is safe and reliable, it can accurately measure the basic functions of human body, and provide reliable parameters, and has good application prospects.


Asunto(s)
Dióxido de Carbono , Oxígeno , Humanos , Pruebas de Función Respiratoria , Frecuencia Cardíaca
7.
Zhongguo Xiu Fu Chong Jian Wai Ke Za Zhi ; 37(5): 533-537, 2023 May 15.
Artículo en Chino | MEDLINE | ID: mdl-37190827

RESUMEN

Objective: To investigate the effectiveness of arthroscopic autologous iliac bone grafting with double-row elastic fixation in treatment of recurrent anterior shoulder dislocation combined with massive glenoid bone defects. Methods: Between January 2018 and December 2021, 16 male patients with recurrent anterior shoulder dislocation combined with massive glenoid bone defects were treated with arthroscopic autogenous iliac bone grafting and double-row elastic fixation. The patients were 14-29 years old at the time of the first dislocation, with an average age of 18.4 years. The causes of the first dislocation included falling injury in 5 cases and sports injury in 11 cases. The shoulders dislocated 4-15 times, with an average of 8.3 times. The patients were 17-37 years old at the time of admission, with an average age of 25.1 years. There were 5 left shoulders and 11 right shoulders. The preoperative instability severity index (ISIS) score of the shoulder joint was 5.8±2.1, and the Beighton score was 4.3±2.6. The University of California Los Angeles (UCLA) score, Constant score, American Shoulder and Elbow Surgeons (ASES) score, and Rowe score were used to evaluate shoulder function, and the degree of the glenoid bone defect repair was observed based on CT after operation. Results: All incisions healed by first intention, and no complication such as incision infection or neurovascular injury occurred. The patients were followed up 12 months. At 12 months after operation, UCLA score, Constant score, ASES score, and Rowe score all significantly improved when compared with the scores before operation ( P<0.05). CT imaging showed the degree of glenoid bone defect was significantly smaller at immediate, 6 and 12 months after operation when compared with that before operation ( P<0.05), and the bone blocks healed with the scapula, and bone fusion had occurred at 12 months. Conclusion: Arthroscopic autologous iliac bone grafting with double-row elastic fixation is a safe treatment for recurrent anterior shoulder dislocation combined with massive glenoid bone defects, with good short-term effectiveness.


Asunto(s)
Inestabilidad de la Articulación , Luxación del Hombro , Articulación del Hombro , Humanos , Masculino , Adolescente , Adulto , Adulto Joven , Luxación del Hombro/cirugía , Trasplante Óseo/métodos , Artroscopía/métodos , Inestabilidad de la Articulación/cirugía , Articulación del Hombro/cirugía , Escápula/cirugía , Recurrencia
8.
Zhongguo Yi Liao Qi Xie Za Zhi ; 47(2): 145-149, 2023 Feb 08.
Artículo en Chino | MEDLINE | ID: mdl-37096466

RESUMEN

In order to assess and diagnose lower urinary tract dysfunction in patients and help patients with lower urinary tract rehabilitation training, an accurate and reliable urodynamic monitoring and automatic voiding system was designed. The system realizes the signal acquisition circuit of bladder pressure, abdominal pressure and urine volume based on the pressure sensor of urinary catheter and the load sensor. Meanwhile, the dynamic waveforms of urinary flow rate, bladder pressure and abdominal pressure are drawn in real time on the software of urodynamic monitoring. Signal processing and analysis of each signal are carried out, and the system performance is verified by building a simulation experiment. The experimental results show that the system is stable, reliable, accurate and meets the expected design goals, which can provide support for subsequent engineering design and clinical applications.


Asunto(s)
Vejiga Urinaria , Urodinámica , Humanos , Micción
9.
Pharm Res ; 40(6): 1447-1457, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-36471026

RESUMEN

Quantification of subvisible particles, which are generally defined as those ranging in size from 2 to 100 µm, is important as critical characteristics for biopharmaceutical formulation development. Micro Flow Imaging (MFI) provides quantifiable morphological parameters to study both the size and type of subvisible particles, including proteinaceous particles as well as non-proteinaceous features incl. silicone oil droplets, air bubble droplets, etc., thus enabling quantitative and categorical particle attribute reporting for quality control. However, limitations in routine MFI image analysis can hinder accurate subvisible particle classification. In this work, we custom-built a subvisible particle-aware Convolutional Neural Network, SVNet, which has a very small computational footprint, and achieves comparable performance to prior state-of-art image classification models. SVNet significantly improves upon current standard operating procedures for subvisible particulate assessments as confirmed by thorough real-world validation studies.


Asunto(s)
Productos Biológicos , Tamaño de la Partícula , Proteínas , Diagnóstico por Imagen , Redes Neurales de la Computación
11.
J Oncol ; 2022: 5005747, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36245978

RESUMEN

Hepatocellular carcinoma (HCC) is one of the leading malignant carcinomas. Despite the advancement in the treatment for HCC, such as precise hepatectomy, radiotherapy, transarterial therapies, chemotherapy, targeted treatments, and immunotherapy, the 5-year overall survival rate of HCC is extremely low. Hence, novel biomarkers are urgently needed for advancing the therapy and prognosis of HCC. Neurexophilin 4 (NXPH4) is a neuropeptide-like glycoprotein. The study is designed to investigate the function of NXPH4 in HCC through a comprehensive bioinformatics analysis. NXPH4 expression status and prognostic values were analyzed via multiple datasets, such as TCGA, GEO, and ICGC. The association between NXPH4 and immune cell infiltration was estimated by TIMER, TISIDB, and CIBERSORT. In vitro, we explored the biological function of NXPH4 in JHH7 and SNU182 cells through knocking down the expression of NXPH4 via siRNA. In general, NXPH4 was predominantly upregulated in HCC tumors, and increased NXPH4 expression predicted unfavorable prognosis. The gene enrichment analysis displayed that NXPH4 was related with metabolic pathways. NXPH4 expression was correlated with immune cell infiltration. NXPH4 knockdown significantly suppressed proliferation, migration, and invasion of JHH7 and SNU182 cells. This study suggested that the upregulation of NXPH4 is associated with adverse prognosis and immune cell infiltration in HCC. NXPH4 could be a novel biomarker of unfavorable prognosis and an underlying target for immunotherapy in HCC.

12.
Front Public Health ; 10: 1022199, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36304247

RESUMEN

The association between exposure to ambient fine particulate matter with an aerodynamic diameter of ≤ 2.5 µm (PM2.5) and short- and medium-term lung function recovery (LFR) in patients undergoing lobectomy remains uncertain. This study investigated the associations between PM2.5 concentrations and LFR in adult patients (n = 526) who underwent video-assisted thoracoscopic (VATS) lobectomy in Guangzhou, China between January 2018 and June 2021. All patients underwent at least two spirometry tests. Environmental PM2.5 concentrations in the same period were collected from the nearest monitoring station. A multiple linear regression (MLR) model was employed to investigate the associations between changes in PM2.5 concentrations and LFR in patients who underwent lobectomy after adjusting for potential confounders. We assessed short- and medium-term LFR in patients who underwent lobectomy. The three- and 6-month average PM2.5 concentrations in each patient's residential area were divided into regional mild pollution (PM2.5 <25 µg/m3), moderate pollution (25 µg/m3 ≤ PM2.5 <35 µg/m3), and severe pollution (35 µg/m3 ≤ PM2.5) periods. The MLR model confirmed that PM2.5 was an independent risk factor affecting short-term forced lung capacity (FVC), forced expiratory volume in 1 s (FEV1), and maximum expiratory flow at 50% vital capacity (MEF50) recovery (adjusted P = 0.041, 0.014, 0.016, respectively). The MLR model confirmed that PM2.5 was an independent risk factor affecting medium-term MEF50 recovery (adjusted P = 0.046). Compared with the moderate and severe pollution periods, the short- and medium-term LFR (FVC, FEV1, MEF50) of patients in the mild pollution period were faster and better (P < 0.001, P < 0.001, P < 0.001, P = 0.048, P = 0.010, P = 0.013, respectively). Thus, exposure to high PM2.5 levels was associated with significantly reduced speed and degree of short- and medium-term LFR in patients who underwent lobectomy.


Asunto(s)
Contaminantes Atmosféricos , Adulto , Humanos , Contaminantes Atmosféricos/análisis , Exposición a Riesgos Ambientales , Recuperación de la Función , Material Particulado/análisis , Pulmón
13.
J Cardiothorac Surg ; 17(1): 224, 2022 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-36050741

RESUMEN

BACKGROUND: Postoperative atrial fibrillation (POAF) is the most common complication after cardiothoracic surgery or cardiac intervention. Colchicine is an anti-inflammatory agent that was associated with improved cardiovascular outcomes. However, its effect on POAF prevention was inconsistent across studies. Therefore, the aim of this meta-analysis was to evaluate the efficacy of colchicine in prevention of POAF. METHODS: We searched PubMed, Embase, ClinicalTrials.gov, Cochrane Library database and Google Scholar for randomized controlled trials (RCTs), using terms "atrial fibrillation" and "colchicine". The primary end point was the occurrence of clinically diagnosed atrial fibrillation. The relative risk (RR) and 95% confidence interval (CI) were evaluated. Estimates were pooled using DerSimonian-Laird random-effects model. We also performed subgroup analyses based on the duration and dose of colchicine treatment. RESULTS: A total of 9 RCTs were included in this meta-analysis, enrolling a total of 2031 patients. Colchicine significantly reduces the incidence of POAF (RR 0.62; 95% CI, 0.52-0.74, P < 0.001, I2 = 0%). Subgroup analyses indicated that the protective effect of colchicine on POAF was slightly stronger in the long-duration group (RR 0.60; 95% CI, 0.48-0.75, P < 0.001, I2 = 0%) than in the short-duration group (RR 0.65; 95% CI, 0.49-0.86, P < 0.001, I2 = 0%). CONCLUSION: Colchicine is effective in preventing the occurrence of POAF. The efficacy of colchicine can be slightly increased over treatment duration, with no obvious adverse reactions.


Asunto(s)
Fibrilación Atrial , Procedimientos Quirúrgicos Cardíacos , Fibrilación Atrial/epidemiología , Fibrilación Atrial/etiología , Fibrilación Atrial/prevención & control , Procedimientos Quirúrgicos Cardíacos/efectos adversos , Colchicina/uso terapéutico , Humanos , Incidencia , Complicaciones Posoperatorias/etiología
14.
Orthop Surg ; 14(11): 3119-3124, 2022 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-36000539

RESUMEN

BACKGROUND: Extensive patellar tendon ossification is very uncommon and requires surgical intervention when ossification significantly affects knee function. While various approaches and grafts are available for reconstructing ruptured patellar tendons, there is a paucity of literature regarding the management of joint ankylosis due to severely ossified patellar tendons. CASE PRESENTATION: This is a case involving an extensively ossified patellar tendon after patellar and tibial tuberosity fracture fixation. Reconstruction of the patellar tendon was performed using ipsilateral semitendinosus and gracilis autografts. At the latest follow-up of 12 months, the patient achieved knee flexion up to 120° with a slight extension lag and resumed daily activities. CONCLUSIONS: Autograft hamstring reconstruction of the patellar tendon is suitable for extensive heterotopic ossification of the patellar tendon, resulting in significant improvement in postoperative knee function. Similar patients may be referred for this reconstruction technique.


Asunto(s)
Lesiones del Ligamento Cruzado Anterior , Tendones Isquiotibiales , Ligamento Rotuliano , Humanos , Ligamento Rotuliano/trasplante , Ligamento Cruzado Anterior , Osteogénesis , Tendones , Trasplante Autólogo
15.
J Pharm Biomed Anal ; 219: 114946, 2022 Sep 20.
Artículo en Inglés | MEDLINE | ID: mdl-35882177

RESUMEN

Florfenicol (FF), used popularly in prevention and treatment of virus infections in livestock and poultry, has widely been found in eggs and harmful to human health. In this work, a sensitive and quantitative on-site detecting solution, monoclonal antibody-based carboxylated fluorescent microsphere immunochromatographic test strip assay (FM-ICTS), is design and applied for FF detection. The proposed method can sensitively detect FF in low detection limit of 0.030 ng/g and quantitatively measure its concentration from 0.1 ng/mL to 8.1 ng/mL (R2 = 0.9991) with high repeatability (CV<8.0 %). In addition, the established FM-ICTS method exhibited high measurement accuracy in FF samples as compared with HPLC-MS analysis and demonstrated satisfied recoveries (99.1-101.3 %). More importantly, the quantitative FF test strip demonstrate ultra-high stability, which presents approximately equivalent detection ability to the fresh one after stored at 4 °C for more than one year or stored at 37 °C for 60 days. Therefore, the proposed method is a promising solution for rapidly and sensitively quantitative determination of FF in eggs.


Asunto(s)
Tianfenicol , Cromatografía de Afinidad/métodos , Huevos/análisis , Humanos , Inmunoensayo/métodos , Límite de Detección , Microesferas , Tianfenicol/análogos & derivados , Tianfenicol/análisis
16.
World J Clin Cases ; 10(4): 1255-1262, 2022 Feb 06.
Artículo en Inglés | MEDLINE | ID: mdl-35211558

RESUMEN

BACKGROUND: Patella baja is a severe complication after knee injury or surgery, resulting in pain and impaired movement. This disorder is also a substantial challenge for orthopaedic surgeons. Currently, no consensus exists regarding the gold standard management of patella baja. If not appropriately treated, significant dysfunction of the knee joint will occur. CASE SUMMARY: A 46-year-old man with a left patellar fracture was treated with tension band fixation at a local hospital. He had undergone a second operation at the same hospital because of limited knee flexion 6 mo after surgery. Unfortunately, the patellar tendon was ruptured. The patellar tendon was subsequently repaired using an ipsilateral semitendinosus tendon. Two years later, the patient presented to our department with knee pain and loss of range of motion. Autogenous iliotibial band (ITB) enhancement combined with sagittal tendon lengthening plasty was used to improve the symptoms of the knee joint. The patient was followed up for 2 years. The knee joint function of the patient returned to the normal level. CONCLUSION: We successfully treated patella baja using autogenous ITB enhancement combined with sagittal tendon lengthening plasty.

17.
BMC Psychiatry ; 22(1): 69, 2022 01 28.
Artículo en Inglés | MEDLINE | ID: mdl-35090424

RESUMEN

BACKGROUND: Physicians' depression can damage their physical and mental health and can also lead to prescribing errors and reduced quality of health care. Emergency physicians are a potentially high-risk community, but there have been no large-sample studies on the prevalence and predictors of depression among this population. METHODS: A nationally representative cross-sectional survey of 15,243 emergency physicians was conducted in 31 provinces across China between July and September 2019. Multivariable logistic regression analysis was performed to identify predictors of depression. RESULTS: A total of 35.59% of emergency physicians suffered from depression. Emergency physicians who were male (OR=0.91) and older [>37 and ≤43 (OR=0.83) or >43 (OR=0.71)], had high (OR=0.63) or middle (OR=0.70) level income, and participated in physical inactivity (OR=0.85) were not more likely to suffer depression. Meanwhile, those who were unmarried (OR=1.13) and smokers (OR=1.12) had higher education levels [Bachelor's degree (OR=1.57) or Master's degree or higher (OR=1.82)], long work tenure [>6 and ≤11 (OR=1.15) or >11;11 (OR=1.19)], poorer health status [fair (OR=1.67) or poor (OR=3.79)] and sleep quality [fair (OR=2.23) or poor (OR=4.94)], a history of hypertension (OR=1.13) and coronary heart disease (OR=1.57) and experienced shift work (OR=1.91) and violence (OR=4.94)]. CONCLUSION: Nearly one third of emergency physicians in China suffered from depression. Targeted measures should be taken to reduce the prevalence of depression to avoid a decline in health care quality and adversely impact the supply of emergency medical services.


Asunto(s)
Depresión , Médicos , Estudios Transversales , Depresión/diagnóstico , Depresión/epidemiología , Humanos , Masculino , Prevalencia , Encuestas y Cuestionarios
18.
J Surg Res ; 271: 171-179, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34815074

RESUMEN

BACKGROUND: Myocardial injury induced by sepsis is the most common cause of death. Topiroxostat has been found to have organ protective effects, but its role in septic shock-related cardiomyocyte damage is still unclear and needs further study. MATERIAL AND METHODS: An endotoxemic shock model in rats was constructed. After topiroxostat treatment, hemodynamic parameters, myocardial injury marker enzymes, oxidative stress, myocardial injury, and apoptosis were measured by polyphysiograph, enzyme-linked immunosorbent assay, hematoxylin and eosin staining, TUNEL staining, and western blot. During in vitro experiments, the effect of topiroxostat on cell vitality, oxidative stress, inflammatory factors, apoptosis-related markers, phosphorylated-p65 (p-p65) and p65 expressions were measured by 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT), flow cytometry, enzyme-linked immunosorbent assay, quantitative real-time polymerase chain reaction, and western blot. RESULTS: Topiroxostat improved myocardial dysfunction and superoxide dismutase activity while suppressing levels of creatine kinase, lactate dehydrogenase and malondialdehyde in serum of endotoxemic shock rats. Additionally, topiroxostat augmented dry-wet weight ratios of the hearts in rats. Meanwhile, topiroxostat was proved to alleviate interstitial edema and apoptosis in myocardial tissues of endotoxemic shock rats. During in vitro experiments, topiroxostat pretreatment elevated lipopolysaccharide (LPS)-induced H9c2 cell vitality, and alleviated oxidative stress and inflammation. Moreover, topiroxostat pretreatment downregulated apoptosis-related markers, p-p65, and p-p65/p65 levels in LPS-induced H9c2 cells. CONCLUSIONS: Topiroxostat attenuated LPS-induced myocardial injury via repressing apoptosis and oxidative stress.


Asunto(s)
Lipopolisacáridos , Nitrilos , Animales , Apoptosis , Lipopolisacáridos/farmacología , Nitrilos/farmacología , Estrés Oxidativo , Piridinas/farmacología , Piridinas/uso terapéutico , Ratas
19.
Sensors (Basel) ; 21(21)2021 Oct 22.
Artículo en Inglés | MEDLINE | ID: mdl-34770309

RESUMEN

Surface electromyography (sEMG) is a kind of biological signal that records muscle activity noninvasively, which is of great significance in advanced human-computer interaction, prosthetic control, clinical therapy, and biomechanics. However, the number of hand gestures that can be recognized is limited and the recognition accuracy needs to be further improved. These factors lead to the fact that sEMG products are not widely used in practice. The main contributions of this paper are as follows. Firstly, considering the increasing number of gestures to be recognized and the complexity of gestures, an extensible two-stage machine learning lightweight framework was innovatively proposed for multi-gesture task recognition. Secondly, the multivariate variational mode decomposition (MVMD) is applied to extract the spatial-temporal features from the multiple channels to the EMG signals, and the separable convolutional neural network is used for modelling. In this work, the experimental results for 52 hand gestures recognition task show that the average accuracy on each stage is about 90%. The potential movement information is mainly contained in the low-frequency oscillator of the sEMG signal, and the model performs better with the low-frequency oscillation from the MVMD algorithm on the second stage classification than that of other decomposition methods.


Asunto(s)
Gestos , Procesamiento de Señales Asistido por Computador , Algoritmos , Electromiografía , Mano , Humanos , Redes Neurales de la Computación
20.
Eur J Clin Pharmacol ; 77(6): 849-857, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33791828

RESUMEN

BACKGROUND: Data on the efficacy and safety of nonvitamin K antagonist oral anticoagulants (NOACs) in atrial fibrillation (AF) patients with cancer are limited. Therefore, we conducted a meta-analysis to compare the efficacy and safety between NOACs and warfarin in this population. METHODS: A comprehensive search of the PubMed, Embase, and Cochrane databases for articles published through July 2020 was performed. An evaluation of each study was conducted, and data were extracted. Pooled odds ratio (OR) estimates and 95% CIs were calculated. RESULTS: Eight studies (3 randomized controlled trials (RCTs) and 5 retrospective cohort studies) involving a total of 24,665 patients were included. Among the RCTs, there were no significant differences in the rates of stroke or systemic embolism (OR=0.69; 95% CI, 0.45-1.06; P=0.09), venous thromboembolism (OR=0.91; 95% CI, 0.33-2.52; P=0.86), myocardial infarction (OR=0.74; 95% CI, 0.44-1.23; P=0.24), major bleeding (OR=0.81; 95% CI, 0.61-1.06; P=0.12), or major or nonmajor clinically relevant bleeding (OR= 0.98; 95% CI, 0.82-1.19; P=0.86) between the NOAC and warfarin groups. Among the observational studies, patients who used NOACs had a significantly lower risk than those who used warfarin. The prevalence rates of ischemic stroke (OR=0.51; 95% CI, 0.28-0.92; P=0.02), VTE (OR=0.50; 95% CI, 0.41-0.60; P<0.00001), major bleeding (OR=0.28; 95% CI, 0.14-0.55; P=0.0002), and intracranial or gastrointestinal bleeding (OR=0.59; 95% CI, 0.37-0.92; P=0.02) were significantly reduced in the NOAC group. CONCLUSION: Our meta-analysis confirms that NOACs are as safe and effective as warfarin and can be applied in the real world; this data can serve as a reference for clinical doctors for formulating treatment strategies.


Asunto(s)
Anticoagulantes/uso terapéutico , Fibrilación Atrial/tratamiento farmacológico , Fibrilación Atrial/epidemiología , Inhibidores del Factor Xa/uso terapéutico , Neoplasias/epidemiología , Anticoagulantes/administración & dosificación , Anticoagulantes/efectos adversos , Embolia/prevención & control , Inhibidores del Factor Xa/administración & dosificación , Inhibidores del Factor Xa/efectos adversos , Hemorragia/inducido químicamente , Humanos , Estudios Observacionales como Asunto , Ensayos Clínicos Controlados Aleatorios como Asunto , Accidente Cerebrovascular/prevención & control , Warfarina/uso terapéutico
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